Database
Feed mode
Loaded from the hosted Supabase/Postgres feed.
FinPreparoo workspace
Source registry and compliance boundary
This page explains what is fetched, what is only linked out, and how each job card should be trusted.
Live data
15+
Role paths
72+
Skills
147+
Projects
613
Total opportunities
102 jobs and 511 internships/source leads.
47
Parsed JDs
JD text is available from an API or public ATS source.
566
Verify first
Career pages, search links, and research leads need source verification.
25 Jun 2026, 6:56 am
Latest fetched
Newest fetchedAt timestamp in the current feed.
Refresh automation
The frontend polls often, while backend ingestion depends on scheduler limits and API keys.
Frontend refresh
The jobs page polls /api/jobs?summary=1 every 2 minutes while a student is using the page.
Backend refresh
Target scheduler: github-actions every 5 minutes. GitHub Actions remains a 5-minute fallback and Vercel cron remains daily fallback.
Credit-safe refresh
The endpoint can be hit every 5 minutes, but source cooldowns protect credits: ATS 60 min, Adzuna 30 min, Jooble 360 min.
Runtime connectors
Enabled means the hosted app has the required environment variable; values are never shown.
Supabase job database
Stores the hosted feed and stale/open state.
Adzuna API
Official job API connector.
Jooble API
Official job API connector.
Finance news RSS layer
Free SEBI/RBI/publisher/official RSS intelligence feed for the News page.
X social signal agent
Official X API only. If credits are depleted, it pauses without breaking news.
Protected cron endpoint
Required for GitHub/Vercel/Upstash scheduled refresh.
Upstash QStash scheduler
Recommended free 3-minute external scheduler. The setup token is only needed when creating/updating the schedule.
Provider safety agent
This is the fail-safe layer: each external provider is isolated, classified, and allowed to pause without harming the rest of the website.
Auto-guard active
Free limits stop the source, not the platform.
Quota, invalid-key, rate-limit, and token-credit failures become safe pauses. Users still see working jobs, learning resources, roles, and healthy news feeds.
24
Live
2
Paused
0
Issues
2
Link-only
Current provider state
Paused providers need keys/credits; errors retry on the next refresh. Neither state blocks other sources.
Company career page audit
This is a direct automated check of the 397-company career-page list. Bot-blocked pages are warnings, not confirmed dead links.
397
Audited companies
Last checked 18 May 2026, 12:33 am.
386
Reachable
Career page opened for the automated checker.
11
Manual verify
Bot-blocked, restricted, timed out, or temporary upstream warning.
0
Hard failures
Dead/invalid pages that need replacement.
0
Need replacement
Items where a new careers URL is required.
Pages to verify manually
These are not confirmed broken. They blocked or restricted the automated audit, so a browser check or ATS link would improve confidence.
Manual verifyHTTP 406bot-blocked-or-restricted-406
Arihant Capital Markets
https://www.arihantcapital.com/careersLikely works in a browser but blocks automated checks. Verify manually or provide an ATS/API URL.
Manual verifyHTTP 403bot-blocked-or-restricted-403
BharatPe
https://bharatpe.com/careersLikely works in a browser but blocks automated checks. Verify manually or provide an ATS/API URL.
Manual verifyHTTP 403bot-blocked-or-restricted-403
Carlyle Group
https://www.carlyle.com/careersTrust labels in current feed
These counts come from the active feed, not seed data.
47
Live parsed job
25
Discovery lead
390
Official career page
125
Search fallback
26
Expired
JD quality in current feed
This separates exact parsed JDs from snippets and verify-first source leads, so students do not confuse a career page with a live posting.
51
Exact parsed JDs
ATS/API descriptions shown as job descriptions, still verified on source before applying.
10
Provider snippets
Short provider text from a job API. Open source for complete responsibilities and eligibility.
552
Verify-first leads
Career pages, search links, accelerator boards, and funded-company discovery paths.
Top active sources
Where current jobs and leads are coming from.
383
company-career-page
120
platform-search
23
funding-company-discovery
21
company-lever
14
company-greenhouse
10
jooble
10
company-workable
8
accelerator-portfolio
7
accelerator-job-board
6
adzuna
6
funding-news-source
5
outbound-search
Connector registry
Disabled sources remain outbound-only unless official API access is available.
Disabledaggregator-api
Adzuna
Use official API keys only. Search API supports India market with app id/key.
Auth required: yes - Rate limit: Provider controlled
Disabledaggregator-api
Jooble
Use official REST API key only.
Auth required: yes - Rate limit: Provider controlled
Enabledpublic-ats-api
Greenhouse Job Board API
Public GET endpoints for published job boards.
Auth required: no - Rate limit: Respect source limits and cache responses
Enabledpublic-ats-api
Lever Postings API
Public postings API for company job sites.
Auth required: no - Rate limit: Respect source limits and cache responses
Enabledpublic-ats-api